Part-of-speech tagging of building codes empowered by deep learning and transformational rules

Automated text classification of near-misses from safety reports: An improved deep learning approach

(2020) Weili Fang et al.   ADVANCED ENGINEERING INFORMATICS

Effective Risk Positioning through Automated Identification of Missing Contract Conditions from the Contractor’s Perspective Based on FIDIC Contract Cases

(2020) JeeHee Lee et al.   JOURNAL OF MANAGEMENT IN ENGINEERING

Convolutional neural network: Deep learning-based classification of building quality problems

(2019) Botao Zhong et al.   ADVANCED ENGINEERING INFORMATICS

Intelligent compilation of patent summaries using machine learning and natural language processing techniques

(2019) Amy J.C. Trappey et al.   ADVANCED ENGINEERING INFORMATICS

Semantic approach to compliance checking of underground utilities

(2019) Xin Xu et al.   AUTOMATION IN CONSTRUCTION

A deep learning-based method for detecting non-certified work on construction sites

(2018) Qi Fang et al.   ADVANCED ENGINEERING INFORMATICS

Automatic code compliance with multi-dimensional data fitting in a BIM context

(2018) P. Patlakas et al.   ADVANCED ENGINEERING INFORMATICS

Deep-learning neural-network architectures and methods: Using component-based models in building-design energy prediction

(2018) Sundaravelpandian Singaravel et al.   ADVANCED ENGINEERING INFORMATICS

Recent Trends in Deep Learning Based Natural Language Processing [Review Article]

(2018) Tom Young et al.   IEEE Computational Intelligence Magazine

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

Yield-to-BIM: impacts of BIM maturity on project performance

(2016) Wim Smits et al.   BUILDING RESEARCH AND INFORMATION

Integrating Natural Language Processing and Spatial Reasoning for Utility Compliance Checking

(2016) Shuai Li et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Integrating Natural Language Processing and Spatial Reasoning for Utility Compliance Checking

(2016) Shuai Li et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Automated Information Transformation for Automated Regulatory Compliance Checking in Construction

(2015) Jiansong Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Knowledge-Based System Development Tools for Processing Design Specifications

(2010) P. FAZIO et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic rule-based checking of building designs

(2009) C. Eastman et al.   AUTOMATION IN CONSTRUCTION